The dial tone echoed in Daniel's ear. He was supposed to have heard back from the job within the hour. He glanced at the clock for what felt like the hundredth time. He paced his small apartment. His phone buzzed, and he grabbed it, heart leaping with a flicker of hope. He squinted at the screen: a message from his ex. "Just checking in, hope you're doing okay?" He groaned, deleting the message and composing a short, clipped text to the hiring manager. "Have you made a decision yet?" He considered, briefly, the irony.

Emotion: impatient

Cluster: Anger / Hostility
PC1 (Valence): -0.33 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion impatient. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 impatient stories, after denoising with neutral dialogue baselines, produces the impatient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the impatient vector is projected through the unembedding matrix.

Promoted:
de0.527
impatiently0.434
impatient0.413
S0.396
impatience0.351
Suppressed:
-0.298
s-0.298
newfound-0.272
께서-0.265
заслу-0.264